Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 1.145756 1.396840 1.719871 2.179529 2.841488 3.804772 5.411253e+00
2025-05-18 0.827927 1.106339 1.521313 2.234062 3.556949 6.287595 1.412236e+01
2025-05-25 0.678249 0.961545 1.427851 2.348724 4.466551 10.728700 5.122030e+01
2025-06-01 0.570784 0.840679 1.315283 2.350641 5.173081 16.969653 3.356300e+02
2025-06-08 0.486984 0.735393 1.191947 2.259955 5.573993 24.578786 2.250948e+06
2025-06-15 0.443251 0.688409 1.162379 2.367694 6.792389 49.244498 NaN
2025-06-22 0.401253 0.635725 1.105912 2.379193 7.743148 98.332875 NaN
2025-06-29 0.362266 0.581886 1.033665 2.313662 8.307854 191.523801 NaN
2025-07-06 0.331763 0.539689 0.977707 2.273539 9.029414 507.149552 NaN
2025-07-13 0.319537 0.531301 0.996372 2.484277 12.074596 NaN NaN
2025-07-20 0.304188 0.514177 0.990254 2.611141 15.222018 NaN NaN
2025-07-27 0.285242 0.487045 0.953672 2.606693 17.268500 NaN NaN
2025-08-03 0.264145 0.453610 0.896663 2.502742 17.944282 NaN NaN
2025-08-10 0.251339 0.436646 0.880031 2.566201 21.975623 NaN NaN
2025-08-17 0.242171 0.426460 0.879535 2.706144 29.602906 NaN NaN
2025-08-24 0.229879 0.407957 0.852651 2.708400 34.857936 NaN NaN
2025-08-31 0.215841 0.384210 0.807258 2.597209 35.830043 NaN NaN
2025-09-07 0.209296 0.376815 0.807602 2.729332 50.510265 NaN NaN
2025-09-14 0.200501 0.363379 0.787987 2.743467 62.159261 NaN NaN
2025-09-21 0.190439 0.346164 0.754608 2.662996 66.639477 NaN NaN
2025-09-28 0.181878 0.331821 0.728118 2.613832 74.745929 NaN NaN
2025-10-05 0.179871 0.332737 0.748629 2.872953 153.972567 NaN NaN
2025-10-12 0.175845 0.328428 0.752057 3.029995 302.827089 NaN NaN